Kodi mumadziwa kuti makompyuta amatha kupanga zolemba zofanana ndi zomwe anthu amatha kulemba?
Chifukwa cha kupita patsogolo kwa AI, tikuwona kugwedezeka kwamitundu yayikulu.
Tsopano, akugwira ntchito pamlingo wosayerekezeka!
Tikhoza kugwiritsa ntchito zitsanzozi muzochitika zosiyanasiyana zosangalatsa. M'nkhaniyi, tiwona zina mwazosangalatsa zogwiritsa ntchito zilankhulo zazikulu.
Kodi Tikutanthauza Chiyani Ponena za Zinenero Zazinenelo Zazikulu?
Zilankhulo zazikuluzikulu ndi zitsanzo za AI zomwe zimapangidwira kumasulira ndi kupanga chinenero cha anthu. Mitundu iyi imagwiritsa ntchito njira zapamwamba zophunzirira makina.
Mwachitsanzo, amagwiritsa ntchito kuphunzira kwakukulu kuyang'ana kuchuluka kwa data yamalemba. Ndipo, amamvetsetsa zilankhulo zachirengedwe ndi mapangidwe ake.
Zitsanzozi zimaphunzitsidwa pamagulu akuluakulu monga mabuku, mapepala, ndi masamba. Mwanjira imeneyi, amatha kumvetsa zovuta za chinenero cha anthu. Chifukwa chake, amatha kupanga zinthu zomwe sizingadziwike ndi zolembedwa ndi anthu.
Kodi zina mwa zitsanzo za zinenero zimenezi ndi ziti?
- GPT-3:Ichi ndi chiyankhulo chapamwamba kwambiri chopangidwa ndi OpenAI chomwe chimatha kupanga zolemba, kuyankha mafunso, ndi ntchito zina zosiyanasiyana za NLP.
- CHINSINSI: Ichi ndi chilankhulo champhamvu chopangidwa ndi Google zomwe zingagwiritsidwe ntchito pazinthu zina, monga kuyankha mafunso ndi kumasulira chinenero.
- Zithunzi za XLNet: Chilankhulo chapamwambachi chinapangidwa ndi Google ndi Carnegie Mellon University ndipo chimagwiritsa ntchito njira yophunzitsira yatsopano kuti imvetsetse komanso kupanga chilankhulo chenicheni.
- ROBERTA: Chitsanzo cha chinenerochi chinapangidwa ndi Facebook ndipo chimachokera ku kamangidwe ka BERT. Lachita bwino kwambiri pamagwiritsidwe osiyanasiyana okhudza chilankhulo chachilengedwe.
- T5: thiransifoma yotengera mawu kupita ku mawu idapangidwa ndi Google ndipo zitha kukonzedwa pazifukwa zosiyanasiyana zophatikiza chilankhulo chachilengedwe.
- GShard: Google idapanga njira yophunzitsira yomwe ingagwiritsidwe ntchito pophunzitsa zilankhulo zazikulu.
- Megatron: A NVIDIA njira yophunzitsira ya chilankhulo chapamwamba kwambiri, yomwe imatha kuphunzitsa zitsanzo zokhala ndi magawo 8.3 biliyoni.
- Albert mayeso ogwirizana ndi mayina ndi mayina awo: Ndi mtundu wabwino kwambiri komanso wowopsa wa BERT wopangidwa ndi Google ndi Toyota Technological Institute ku Chicago.
- ECHIYANI: Google ndi Stanford University adapanga chiyankhulo chomwe chimagwiritsa ntchito njira yatsopano yophunzitsira yomwe imatchedwa "maphunziro atsankho" kuti apititse patsogolo ntchito zake zapansi.
- Wosintha: Ndichitsanzo cha chilankhulo cha Google chomwe chimagwiritsa ntchito njira yowunikira bwino kuti iphunzitse mitundu yayikulu mwachangu.
Ndiye, ndi mitundu iti ya zilankhulo zazikuluzikulu zomwe zimagwiritsidwa ntchito?
Milandu Yofunikira Yogwiritsa Ntchito Zinenero Zazinenelo Zazikulu
Kusanthula kwamalingaliro
Mitundu iyi imatha kuwunika mawu ndikusankha ngati malingalirowo ndi abwino, olakwika, kapena osalowerera ndale. Nthawi zambiri, amagwiritsa ntchito chilankhulo chachilengedwe komanso makina kuphunzira njira zochitira izi.
Chifukwa cha kuthekera kwawo kuzindikira nkhani ndi tanthauzo la mawu m'mawu, zitsanzo monga BERT ndi RoBERTa zimagwiritsidwa ntchito kusanthula malingaliro.
Kusanthula kwamalingaliro kukuchulukirachulukira komanso kothandiza kwambiri ndi mitundu ya zilankhulo. Titha kugwiritsa ntchito kusanthula kwamaganizidwe m'magawo osiyanasiyana monga malonda, ntchito zamakasitomala, ndi zina zambiri.
Ma Chatbots ndi othandizira kukambirana
Othandizira zokambirana ndi ma chatbots akukhala otchuka pamapulogalamu osiyanasiyana. Timatha kuwagwiritsa ntchito pothandizira makasitomala ndi malonda komanso maphunziro ndi zaumoyo. Zilankhulo zazikulu zili pamtima pa machitidwewa.
Amatha kumasulira ndi kuyankha ku malingaliro a anthu m'chinenero chachibadwa. Mitundu monga GPT-3 ndi BERT nthawi zambiri imagwiritsidwa ntchito pamacheza kuti apange mayankho opatsa chidwi.
Zitsanzozi zimaphunzitsidwa pamagulu ochuluka a zolemba. Amatha kumvetsetsa ndi kutengera kalembedwe ka chilankhulo cha anthu. Ma Chatbots amatha kukulitsa chidwi chamakasitomala.
Kutanthauzira Chilankhulo
Titha kumasulira mawu kuchokera m'chinenero chimodzi kupita ku china mwatsatanetsatane kwambiri chifukwa cha mitundu yayikulu ya zilankhulo. Zitsanzozi zimamvetsetsa zovuta za zinenero zingapo. Ndipo, amalumikizana wina ndi mnzake pophunzitsidwa pazambiri zamitundumitundu.
Mitundu yodziwika bwino yomasulira zilankhulo ikuphatikiza OpenAI's GPT-3, Facebook's M2M-100, ndi Google's Neural Machine Translation (NMT). Chifukwa cha kusintha kosinthika komwe kumabwera ndi mitundu iyi, tsopano ndikosavuta kucheza ndi anthu padziko lonse lapansi.
Kufotokozera mwachidule
Kufotokozera mwachidule malemba ndi njira yochepetsera malemba aatali kukhala chidule pamene mukusunga mfundo zazikulu. Zilankhulo zazikulu amatha kufufuza ndi kumvetsetsa kalembedwe kalemba. Izi zimawathandiza kuti apereke zidule zolondola, zomwe zimawathandiza kwambiri pankhaniyi.
Pazolemba zachidule, mitundu ngati BERT ndi GPT-3, yatumizidwa. Amasonyeza kuchita bwino kwambiri pofotokoza mwachidule mfundo zazikulu za chikalatacho.
Titha kupeza zambiri kuchokera m'mawu aatali omwe ali ndi zofunikira pazama media, zamalamulo, ndi maphunziro.
Kuyankha funso
Kupereka makina omwe ali ndi funso ndikuyembekeza kuti abwera ndi yankho loyenera kumadziwika kuti kuyankha mafunso muzolemba zachirengedwe. Zilankhulo zazikulu monga GPT-3 ndi BERT zidapangidwa ndi cholinga ichi.
Zitsanzozi zimayang'ana funso lolowera ndikusankha zambiri zogwirizana ndi deta.
Zitsanzozi zimayang'ana funso lolowera ndikusankha zofunikira kwambiri kuchokera kuzinthu zambiri. Izi ndizotheka pogwiritsa ntchito zovuta mawindo a neural.
Ndi mphamvu ya zitsanzozi, tikhoza kupanga njira zopezera mayankho ku zovuta zovuta. Izi zidzakulitsa luso lathu la kuphunzira ndi kupanga zisankho.
Kupanga zinthu komanso kupanga zolemba
Zilankhulo zazikuluzikulu zimapanga zinthu zapamwamba, zokopa zamagulu osiyanasiyana. Zitsanzozi zimatha kupanga zolemba, zolemba zapa social media, mafotokozedwe azinthu, ndi zina zambiri. Mwachitsanzo, GPT-3 ndi chitsanzo otchuka mu nkhani iyi.
Zimapanga zinthu zomwe zimakhala zovuta kuzisiyanitsa ndi malemba olembedwa ndi anthu. Pogwiritsa ntchito zitsanzozi, makampani akhoza kusunga nthawi ndi ndalama. Amatha kulumikizana ndi omvera awo mosavuta.
Kuzindikira zolankhula komanso kusindikiza mawu kupita ku mawu
Kuzindikira mawu komanso kumasulira mawu kupita ku mawu onse amagwiritsa ntchito mitundu yayikulu ya zilankhulo.
Mitundu iyi, makamaka, imaphunzitsidwa pazomvera. Ndipo, amagwiritsa ntchito patsogolo makina kuphunzira algorithms kumasulira molondola mawu oyankhulidwa m'malemba. Wav2vec, yopangidwa ndi Facebook AI, ndi chitsanzo chimodzi cha chilankhulo chomwe chimagwiritsidwa ntchito kuzindikira mawu.
Chitsanzochi chimaphunzitsidwa kuzindikira ndi kuchotsa makhalidwe oyenera kuchokera kuzinthu zomvetsera. Itha kugwiritsidwa ntchito kuzindikira mawu kapena ntchito zina zokonza chilankhulo.
Makampani amatha kukulitsa mtundu ndi liwiro la ntchito zawo zolembera kwinaku akuchepetsa mtengo komanso kukulitsa luso lawo potengera mitundu yayikulu ya zilankhulo.
Pomaliza, Kodi Tsogolo Likuwoneka Bwanji?
Zilankhulo zazikuluzikulu zidzagwira ntchito yofunika kwambiri m'mafakitale osiyanasiyana. Ofufuza ndi opanga akuyesera kukonza zitsanzozi kuti zikhale zamphamvu kwambiri.
Titha kumvetsetsa bwino nkhani ndi kukulitsa luso komanso kulondola. Komanso, titha kupindula ndi chidziwitso chogwiritsa ntchito mwanzeru komanso chosasinthika pamapulatifomu osiyanasiyana.
Akhoza kusintha momwe timalankhulirana komanso kugwirizana ndi zipangizo zamakono.
Siyani Mumakonda